For the past few years, enterprise AI has had a consistency problem. Organizations run pilots, see promising results, and then struggle to move those projects into production. The gap between "this works in a demo" and "this runs our business" has been frustrating — and expensive.
At its Imagine Dallas event this week, Automation Anywhere made a direct push to close that gap. The company announced new platform capabilities and two pre-built solutions designed to help enterprises put agentic AI to work on real business processes — not just experiments.
What's New
The announcements fall into three areas: new platform capabilities, pre-built solutions for IT and finance, and an expanded partnership with Accenture.
On the platform side, Automation Anywhere updated its Agentic Process Automation (APA) system with capabilities focused on orchestration, context, and governance. Here's what that means in practice.
Mozart Builder lets teams describe what they want to automate using plain language, existing documents, process diagrams, or even voice input. The system builds a plan, asks for human approval at each step, and then constructs the agents, integrations, and workflows needed to execute the work. It's aimed at business analysts and non-technical users who need to build reliable automations without starting from scratch.
Context Intelligence addresses a real problem with enterprise AI — most systems either know too much or too little at any given step. Automation Anywhere's approach uses a context graph built on more than 400 million automation signals to pull in the right information at each stage of a process, rather than flooding agents with everything at once. In internal testing across seven business domains, agents using Context Intelligence scored more than 30% higher in accuracy than those without it.
AI Evaluations lets organizations test agent behavior at design time and runtime, checking whether agents reach the right outcome, use the correct tools, and follow appropriate execution paths. A companion capability, Process Simulation, Optimization & Testing, gives teams a way to rehearse workflows — including failure scenarios and edge cases — before anything goes live.
Autonomous IT and Autonomous Finance
The two pre-built solutions are designed to give organizations a faster path to production by targeting high-volume, well-understood workflows.
Autonomous IT handles routine service desk work — password resets, access issues, software requests — by resolving them automatically rather than routing them to a human agent. VF Corporation, whose brands include The North Face, Vans, and Timberland, reported an 84% autonomous resolution rate using the solution, along with a more than 50% reduction in service desk volume.
Autonomous Finance targets procure-to-pay workflows, handling invoice processing, approvals, and exception management across systems like SAP and Salesforce. Automation Anywhere says the solution can support 90%+ straight-through invoice processing and reduce late payment fees significantly. Oasis Investment, part of the AI Shirawi Group, used it to centralize finance operations across 52 companies as document volumes grew by 50%.
Both solutions are entering preview in Q2 2026.
The Accenture Piece
The expanded Accenture partnership brings together Accenture Reinvention Services and Automation Anywhere's APA system to help enterprises identify and scale automation across finance, supply chain, service desk, and other core functions. Accenture joint solutions are available now.
Proof Points Worth Noting
University Hospitals of Leicester NHS Trust is using APA to redesign administrative operations, with a goal of making 50% to 70% of administrative work autonomous within two years. Early results include a 22-day reduction in hiring cycle time and a £1 million annual reduction in temporary staffing costs. That's a meaningful signal in a sector that's historically slow to adopt new technology.
Automation Anywhere also shared benchmark results from a standard agent reliability benchmark (tau-bench), where its AI agents posted the highest scores across all four pass levels on the published leaderboard.
The Bigger Picture
The idea of the "Autonomous Enterprise" — where AI handles up to 80% of routine work — is a reasonable goal, but it only matters if the path to get there is practical. What Automation Anywhere is describing isn't a moonshot. It's a set of tools designed to help IT and finance teams take the next concrete step: move from controlled pilots to business processes that actually run on their own.
The pre-built solutions are smart packaging. Instead of asking enterprises to architect solutions from scratch, they're offering a starting point with documented results. For teams that have been stuck in pilot mode, that's a more honest pitch than most.